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List news and research topics

list_topics
Read-only

List available finance, technology, AI, geopolitics, and defense-technology news and research topics with current item counts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicsYesAvailable topics and current item counts.

TDQS

A4.1/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds the 'current item counts' behavior and the specific topic domains, which is useful but does not disclose any deeper behavioral details such as pagination, freshness, or ordering. This is adequate given the simple read-only nature.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single informative sentence with no filler. It front-loads the action and resource, then provides scope and the item-count detail. Every element earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter, read-only list tool with a provided output schema and safety annotations, the description is sufficient. It names the exact categories covered and the key output feature (current counts), so an agent has enough context to invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has zero parameters, so the baseline is 4. There are no parameter semantics to clarify, and the description correctly focuses on what the tool returns rather than inputs.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('List') and resource ('available finance, technology, AI, geopolitics, and defense-technology news and research topics'), and adds the distinguishing detail of 'current item counts.' This clearly identifies the tool's purpose and separates it from sibling tools that retrieve signals, discussions, or digests.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies use when a caller needs an inventory of available topic categories, but it never explicitly states when to prefer this tool over alternatives like list_official_sources or search_signals. There is no when-not or exclusion language, so usage guidance relies on inference from the tool name and description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.8/5.0
Disambiguation4/5

Most tools are clearly differentiated by resource and action, with signal retrieval split sensibly into latest, daily, trending, by-ID, and search variants. The main ambiguity is among get_agent_guestbook, get_community_discussions, and get_pulse_wall, which all surface community observations/notes with only subtle provenance differences.

Naming Consistency5/5

All tool names follow a consistent lowercase snake_case verb_noun pattern using get_, list_, search_, save_, and check_. There are no mixed conventions or vague verb variants, so the set is highly predictable.

Tool Count4/5

Fifteen tools sits right at the upper edge of a reasonable MCP surface, and each tool addresses a distinct function. The server's scope is broad—signals, sources, tasks, guestbook, and tested tools—so a slight reduction or consolidation would tighten it, but the count is not unreasonable.

Completeness4/5

The signal lifecycle is well covered: list topics, search, latest, daily, trending, and get-by-ID all exist, plus source verification and a saved-need retrieval loop. Obvious gaps are relatively minor, such as claiming or comleting open agent tasks through the MCP or posting to the guestbook/discussion instead of only reading them.

Resources